Fold 4 - Understanding why coefficient 443751 was selected
Tag: CASQUETTES
Selected Coefficient: 443751
Taxonomy Path: 1.2.17.1
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps
Products with this tag: 16
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 443751 | 0.000020 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 2949128 | 0.000031 | 1.2.17.8 | 8.17.2.1 (8*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Flat Caps | No |
| 3664950 | 0.000042 | 1.2.17.10 | 10.17.2.1 (10*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | No |
| 5096594 | 0.000042 | 1.2.17.14 | 14.17.2.1 (14*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | No |
These are the training products that have the "CASQUETTES" tag (processing sequence 542). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 1933 | Casquette motard - The punisher | 5096594 | Apparel & Accessories > Clothing Accessories > Hats > Trucker Hats | none | 4652843 | none | |
| 1932 | Casquette motard - Sons of Anarchy | 3664950 | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | none | 3221199 | none | |
| 1881 | Casquette motard - Mitcy | 2949128 | Apparel & Accessories > Clothing Accessories > Hats > Flat Caps | none | 2505377 | none | |
| 1895 | Casquette motard - Samcro | 2949128 | Apparel & Accessories > Clothing Accessories > Hats > Flat Caps | none | 2505377 | none | |
| 1776 | Casquette motard - US Army | 2949128 | Apparel & Accessories > Clothing Accessories > Hats > Flat Caps | none | 2505377 | none | |
| 1880 | Casquette motard en cuir | 2949128 | Apparel & Accessories > Clothing Accessories > Hats > Flat Caps | none | 2505377 | none | |
| 1775 | Casquette motard en tissu | 2949128 | Apparel & Accessories > Clothing Accessories > Hats > Flat Caps | none | 2505377 | none | |
| 1942 | Casquette motard - Choppers | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 6022 | Casquette biker - New style | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 6024 | Casquette biker - NYPD | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 1882 | Casquette motard - The indian | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 1883 | Casquette motard - America 1776 | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 1892 | Casquette motard - Route 66 | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 1893 | Casquette motard - Beachrebel | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 1894 | Casquette motard - New story | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none | |
| 1931 | Casquette motard - The original black | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 0 | none |